MCP servers that deploy & manage cloud infrastructure
Manage deployments, containers, and resources on AWS, Vercel, K8s & more.
7 servers · Last updated June 17, 2026
TL;DR: These servers let an agent operate infrastructure — deploying apps, managing containers and clusters, and querying cloud resources on AWS, Vercel, Netlify, Railway, Kubernetes, Docker and Terraform. Powerful and dangerous: scope credentials tightly and prefer read/plan operations over unguarded applies.
Bottom line: if you only try one, Grafana MCP Server is the most popular, verified option for this (2,100★). 6 more compared below.
Compare 7 servers
| Server | Transport | Auth | Verified | Stars | Tools for this |
|---|---|---|---|---|---|
| Grafana MCP Server | Local (stdio) | API key | 2,100 | get_panel_image | |
| Kubernetes MCP Server | Local (stdio) | No auth | 1,400 | kubectl_create / kubectl_apply / kubectl_delete, cleanup_pods, explain_resource / list_api_resources / ping | |
| Terraform MCP Server | Local (stdio) | No auth | 1,400 | list_stacks / get_stack_details | |
| Docker MCP Server | Local (stdio) | No auth | 720 | list_containers, create_container, run_container +10 | |
| Railway MCP Server | Local (stdio) | API key | 500 | service-list, service-create-from-repo, service-create-from-image +5 | |
| Netlify MCP Server | Local (stdio) | API key | 320 | netlify-user-services, netlify-project-services, netlify-deploy-services +1 | |
| Vercel MCP Server (remote) | Remote (HTTP) | OAuth | 0 | list_deployments / get_deployment, get_deployment_build_logs, deploy_to_vercel |
The servers
Grafana's official server for dashboards, Prometheus/Loki queries, alerts, and incidents.
Popular community server wrapping kubectl and Helm for cluster management via natural language.
HashiCorp's official server for Terraform Registry providers, modules, and IaC workflows.
Community server to manage Docker containers, images, volumes, and Compose stacks via agents.
Community server to manage Railway.app projects, services, and deployments via your agent.
Netlify's official server to create, build, deploy, and manage Netlify sites from your agent.
Vercel's hosted OAuth server for inspecting projects, deployments, and logs from your AI client.
Use these in a stack
FAQ
Is it safe to give an AI cloud-infra access?
Only with least-privilege credentials and, ideally, plan/read-only modes. An agent with broad cloud write access can do real damage — gate destructive actions behind human approval.
Which platforms have infra MCP servers?
AWS, Vercel, Netlify, Railway, Kubernetes, Docker and Terraform all have servers here — pick the ones matching your deployment targets.